COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-11-27T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5833 2020-11-27T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1539 250 1789 37294 ... 575 1566 19834 1418 36815.0 23520.0 60335 933579 639257.0 NaN
5834 2020-11-27T17:00:00 ITA 9 Toscana 43.769231 11.255889 1647 278 1925 44606 ... -1604 1117 51397 2516 77248.0 23196.0 100444 1527078 942239.0 effettuati 78290 tamponi rapidi antigenici di...
5835 2020-11-27T17:00:00 ITA 10 Umbria 43.106758 12.388247 353 62 415 8635 ... -384 261 13649 383 6463.0 16619.0 23082 408556 222157.0 NaN
5836 2020-11-27T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 129 15 144 1403 ... -66 101 4495 302 5651.0 693.0 6344 58339 33067.0 NaN
5837 2020-11-27T17:00:00 ITA 5 Veneto 45.434905 12.338452 2440 303 2743 74145 ... 1736 3418 57025 3561 35556.0 101918.0 137474 2750906 1050631.0 Tamponi antigenici 906273 numero di soggetti c...

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-11-23 2020-11-23 Veneto 45.434905 12.338452 2280 290 2570 71157 73727 1271 2540 48237 3258 30561.0 94661.0 125222 2683388 1030974.0 Tamponi antigenici 775.211 4905854
2020-11-24 2020-11-24 Veneto 45.434905 12.338452 2336 300 2636 70718 73354 -373 2194 50709 3353 31175.0 96241.0 127416 2698593 1035198.0 Tamponi antigenici 805.025 numero di soggetti ... 4905854
2020-11-25 2020-11-25 Veneto 45.434905 12.338452 2422 305 2727 72411 75138 1784 2660 51509 3429 31612.0 98464.0 130076 2714890 1039770.0 Tamponi antigenici 837.947 numero di soggetti ... 4905854
2020-11-26 2020-11-26 Veneto 45.434905 12.338452 2447 304 2751 72401 75152 14 3980 55403 3501 34933.0 99123.0 134056 2734036 1045655.0 Tamponi antigenici 878756 numero di soggetti c... 4905854
2020-11-27 2020-11-27 Veneto 45.434905 12.338452 2440 303 2743 74145 76888 1736 3418 57025 3561 35556.0 101918.0 137474 2750906 1050631.0 Tamponi antigenici 906273 numero di soggetti c... 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together